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#model-context-protocol

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

726 records
Tagged “model-context-protocol”Ranked by health index
npm
80Excellenthealth index
dcostenco/prism-coder
Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Code, Cursor, VS Code. Offline-first, HIPAA-ready. Free tier included.
TypeScript★ 155↓ 5,205/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 2.10.0
npm · PyPI
80Excellenthealth index
delimit-ai/delimit-mcp-server
The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.
Python · JavaScript★ 21↓ 3,625/moAug 3, 2026
MITAug 3, 2026 · metrics 2.10.0
npm
80Excellenthealth index
egeominotti/bunqueue
⚡ High-performance job queue for Bun. SQLite persistence, DLQ, cron jobs, S3 backups. Built for AI agents and automation
TypeScript★ 506↓ 16.3K/moJul 17, 2026
MITJul 17, 2026 · metrics 2.10.0
npm
80Excellenthealth index
githits-com/githits-cli
Command Line Interface for GitHits - Context Layer for Open Source
TypeScript★ 73↓ 3,418/moJul 22, 2026
Apache-2.0Jul 22, 2026 · metrics 2.10.0
Go
80Excellenthealth index
hexamatic/pihole-mcp
MCP server for Pi-hole v6 — DNS blocking, query analysis, and multi-instance management for AI assistants
Go★ 6Jul 28, 2026
MITJul 28, 2026 · metrics 2.10.0
PyPI
80Excellenthealth index
hhopke/intervals-icu-mcp
Read/write MCP server for Intervals.icu — training data, planning, and structured workout generation.
Python★ 64↓ 2,809/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
crates.io · npm
80Excellenthealth index
hypothesi/mcp-server-tauri
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
TypeScript · Rust · JavaScript★ 296↓ 58.7K/moSep 2, 2026
MITSep 2, 2026 · metrics 2.10.0
PyPI · npm · crates.io
80Excellenthealth index
juyterman1000/entroly
Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.
Python · Rust★ 428↓ 14.6K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 2.10.0
npm
80Excellenthealth index
nesquikm/mcp-rubber-duck
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!
TypeScript★ 171↓ 1,279/moJul 18, 2026
MITJul 18, 2026 · metrics 2.10.0
PyPI · crates.io
80Excellenthealth index
nikolay-e/diffctx
Smart git diff context for LLMs and AI agents — selects the minimal code fragments needed to understand a change, under a token budget. Deterministic, local, MCP server included. Also exports a full codebase to YAML/JSON/MD.
Rust · Python★ 2Aug 16, 2026
Apache-2.0Aug 16, 2026 · metrics 2.10.0
npm
80Excellenthealth index
o-stepper/graphorin
Project Graphorin is a TypeScript framework for personal AI assistants and long-living agents with rich memory, durable workflow, and observability out of the box.
TypeScript★ 3↓ 43.5K/moAug 1, 2026
MITAug 1, 2026 · metrics 2.10.0
Go
80Excellenthealth index
olgasafonova/miro-mcp-server
MCP server for controlling Miro whiteboards with AI assistants
Go★ 26Aug 5, 2026
MITAug 5, 2026 · metrics 2.10.0
npm · PyPI
80Excellenthealth index
paulpreibisch/AgentVibes
🎭 TTS for Claude Code
JavaScript · Shell★ 153↓ 7,253/moJul 31, 2026
Apache-2.0Jul 31, 2026 · metrics 2.10.0
npm
80Excellenthealth index
pubnub/pubnub-mcp-server
PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more!
TypeScript★ 32↓ 2,237/moJul 31, 2026
Custom licenseJul 31, 2026 · metrics 2.10.0
crates.io
80Excellenthealth index
rust-mcp-stack/rust-mcp-schema
A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.
Rust★ 76↓ 132.6K/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
npm · PyPI
80Excellenthealth index
samuelgursky/davinci-resolve-mcp
MCP server integration for DaVinci Resolve Studio
Python · JavaScript★ 2,403↓ 28.2K/moSep 6, 2026
MITSep 6, 2026 · metrics 2.10.0
RubyGems
80Excellenthealth index
seuros/action_mcp
Rails Engine with MCP compliant Spec.
Ruby★ 117Aug 5, 2026
MITAug 5, 2026 · metrics 2.10.0
npm
80Excellenthealth index
socialneuron/mcp-server
MCP server for Social Neuron - AI content creation tools for Claude
TypeScript★ 4↓ 6,839/moJul 23, 2026
MITJul 23, 2026 · metrics 2.10.0
npm · crates.io
80Excellenthealth index
tetsuo-ai/agenc-protocol
Public protocol source of truth for AgenC: Anchor program, zkVM guest, migrations, and generated protocol artifacts
TypeScript · JavaScript · Rust★ 5↓ 7,808/moJul 31, 2026
GPL-3.0Jul 31, 2026 · metrics 2.10.0
Go · PyPI
80Excellenthealth index
zoharbabin/web-researcher-mcp
The AI research assistant that cites real sources honestly — and searches the web. Your AI research assistant that cites real sources and stays honest. Works with Claude, Cursor, any MCP client.
Go★ 42Jul 20, 2026
MITJul 20, 2026 · metrics 2.10.0
npm
78Goodhealth index
Brandcode-Studio/brandsystem-mcp
Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .brand runtime through MCP.
TypeScript★ 9↓ 3,822/moJul 23, 2026
MITJul 23, 2026 · metrics 2.10.0
npm
78Goodhealth index
Contentrain/ai
Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.
TypeScript · JavaScript★ 4↓ 9,235/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
npm
78Goodhealth index
Guffawaffle/lex
Policy-aware work continuity with receipts.
TypeScript★ 0↓ 2,131/moJul 28, 2026
MITJul 28, 2026 · metrics 2.10.0
NuGet
78Goodhealth index
IvanMurzak/MCP-Plugin-dotnet
.NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-app plugin + lightweight server (SignalR; stdio/http).
C#★ 18Jul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 2.10.0
NuGet
78Goodhealth index
JerrettDavis/JD.SemanticKernel.Extensions
Semantic Kernel extensions for Claude Code skills, hooks, context compaction, and semantic memory.
C#★ 1Jul 21, 2026
MITJul 21, 2026 · metrics 2.10.0
npm
78Goodhealth index
Sidd27/infrawise
MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub Copilot.
TypeScript★ 15↓ 2,842/moJul 18, 2026
MITJul 18, 2026 · metrics 2.10.0
npm
78Goodhealth index
ThoTischner/observability-mcp
Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend, with cross-signal anomaly detection and a built-in Web UI.
TypeScript · JavaScript · HTML★ 6↓ 2,001/moJul 25, 2026
Apache-2.0Jul 25, 2026 · metrics 2.10.0
npm · PyPI
78Goodhealth index
agenticempire/axint
Proof and repair for Apple coding agents. Validate Swift, run Xcode evidence, repair failures, and generate inspectable Apple-native capabilities.
TypeScript★ 13↓ 3,714/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 2.10.0
PyPI
78Goodhealth index
blazickjp/arxiv-mcp-server
A Model Context Protocol server for searching and analyzing arXiv papers
Python★ 3,057Aug 15, 2026
Apache-2.0Aug 15, 2026 · metrics 2.10.0
npm · crates.io
78Goodhealth index
codescene-oss/codescene-mcp-server
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
Rust · JavaScript★ 58↓ 7,139/moJul 27, 2026
Custom licenseJul 27, 2026 · metrics 2.10.0